"Here Be Sharks!": Enhancing Scientific Communication and Analysis through Authoring Interactivity

2026-09-08

AI Summary

研究通过设计交互式可视化创作环境来解决科学家在准确传达和分析数据方面的挑战，提出采用非传统编程语言并结合AI以适应科学工作需求。

Abstract

We report on a case study for designing authoring environments for interactive visualizations to enhance scientific work. We conducted a workshop and prototype review with a group of marine biologists. When it came to visualizing their data, participants identified challenges in conveying their research accurately and completely as well as and analyzing it with ease. Based on our findings, authoring environments should consider the context of scientific work aspects such as domain expertise, collaboration culture, and publication traditions. We propose consideration of non-traditional programming languages and environments for scientific work, discuss ways of facilitating interactive visualizations for scientists, and examine ways of meaningfully integrating AI. The critiques, artifacts, and reactions from the scientists along with our analysis and discussion inform how computational tools should be designed for scientific work.

Problem

• data visualization
• scientific communication
• data analysis

Innovation

• interactive visualizations
• authoring environments
• non-traditional programming languages
• AI integration